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{ "kind": "infographic", "prompt": "Drug-Specific Mechanisms: Challenging the Final Common Pathway figure 1", "provider": "other", "raw_fields": { "papers": [ { "n": null, "doi": "10.1038/s41398-026-03954-2", "value": "0.9%", "method": "various", "metric": "primary mechanism", "cite_key": "Huang2026a", "n_analyzed": null, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "Louis, MO, United States) and cocaine hydrochloride were dissolved in 0.9% saline.", "experimental_conditions": "NAC significantly reduced cocaine-seeking behavior on the first day of extinction but not in subsequ" }, { "n": null, "doi": "10.3390/ijms27010385", "value": "50%", "method": "various", "metric": "primary mechanism", "cite_key": "Cancela2025", "n_analyzed": null, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "Between 50% and 65% of individuals with post-traumatic stress disorder (PTSD) also suffer from SUDs, with a prevalence three to five times higher than in the general population [ 7 , 8 ].", "experimental_conditions": "Finally, the review discusses preclinical evidence supporting the therapeutic potential of repurpose" }, { "n": null, "doi": "10.7554/elife.100085", "value": "25%", "method": "various", "metric": "primary mechanism", "cite_key": "Oriol2025", "n_analyzed": null, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "Glutamate neurons are also prevalent in VTA and overlap with other populations such that ~25% of VTA glutamate neurons co-express a DA marker and ~25% express a GABA marker ( Conrad et al., 2024 ; Ma et al., 2023 ; Phillips et al., 2022 ).", "experimental_conditions": "Challenging previous assumptions, we found that VTA neurons genetically defined by expression of par" }, { "n": 3, "doi": "10.1016/j.biopsych.2025.05.027", "value": null, "method": "various", "metric": "primary mechanism", "cite_key": "Wittenberg2026", "n_analyzed": 3, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "mice", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": null, "experimental_conditions": "Finally, VTA GABA neurons were chemogenetically inhibited during morphine CPP.<h4>Results</h4>In adu" }, { "n": null, "doi": "10.1016/j.addicn.2025.100230", "value": "85%", "method": "various", "metric": "primary mechanism", "cite_key": "Tyler2025", "n_analyzed": null, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "For Pavlovian drug discrimination (Experiment 1) and alcohol metabolism (Experiment 2), rats were fed daily to maintain 85 % of free-feeding weight.", "experimental_conditions": "TMT exposure produced a leftward shift in the alcohol dose-response curve, indicating increased inte" }, { "n": 2, "doi": "10.1016/j.alcohol.2009.09.027", "value": "30%", "method": "various", "metric": "primary mechanism", "cite_key": "Bell2009", "n_analyzed": 2, "text_access": "abstract_only", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "Adult male HAD-2 rats were given access to ethanol (15 and 30%, with ad libitum access to water and food) 22 h/day for 12 weeks, beginning at 60 days of age, after which cytisine (0.0, 0.5, and 1.5 mg/kg) was tested for 3 consecutive days.", "experimental_conditions": "These findings provide further evidence that activity at the nAChR influences ethanol intake and is " }, { "n": null, "doi": "10.3389/fnins.2025.1670883", "value": null, "method": "various", "metric": "primary mechanism", "cite_key": "Jiang2025", "n_analyzed": null, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": null, "experimental_conditions": "Understanding the relationship between nicotine addiction and nAChR subtypes is crucial for fully un" }, { "n": null, "doi": "10.3389/fradm.2026.1737529", "value": "24.6%", "method": "various", "metric": "primary mechanism", "cite_key": "Sullivan2026", "n_analyzed": null, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "1 Introduction Cannabis is one of the most commonly used substances in the United States with approximately 24.6% of adolescents (grades 8, 10, 12) and 42.0% of young adults (aged 19–28) reporting past year use ( 1 , 2 ).", "experimental_conditions": "<h4>Introduction</h4>Regular cannabis use is associated with attenuated neural reward signaling, pri" }, { "n": null, "doi": "10.3390/plants15030473", "value": "20%", "method": "various", "metric": "primary mechanism", "cite_key": "Erukainure2026", "n_analyzed": null, "text_access": "fulltext", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "rats", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "An average joint contains about 0.5 to 1 g of cannabis (20% to 70% THC), with 5–24% of THC being absorbed by the body [ 2 ].", "experimental_conditions": "However, emerging evidence indicates that chronic or excessive exposure to these phytocannabinoids m" }, { "n": null, "doi": "10.1002/npr2.70033", "value": "81.5%", "method": "various", "metric": "primary mechanism", "cite_key": "Masataka2025", "n_analyzed": null, "text_access": "abstract_only", "n_definition": "varies by study", "scope_region": "mesolimbic circuit", "study_system": "human", "taxonomic_level": "drug class", "scope_population": "drug-exposed subjects", "value_source_sentence": "A Sankey diagram visualized substance use progression, and odds ratios were calculated to assess the likelihood of using other substances following cannabis use.<h4>Results</h4>Of all respondents, 81.5% were male, with the largest age group being 20-24.", "experimental_conditions": "Odds for subsequent use of alcohol, tobacco, methamphetamine, and other illicit drugs after cannabis" } ], "comparison_id": "fig_sec5_mechanism_by_drug_class", "comparison_type": "mechanistic_comparison", "homogeneity_check": { "caveats": [ "Different drugs studied with different methodologies across different labs", "Doses and routes of administration vary by study", "Some mechanisms are better characterized than others (cocaine >> cannabis)" ], "comparable": true, "n_definition": "varies by study design", "scope_region": "mesolimbic and related circuits", "taxonomic_level": "drug class", "scope_population": "drug-exposed animals or humans" }, "suggested_plot_type": "comparison_table_or_heatmap" }, "section_id": "section_05_evidence", "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction/blob/43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48/evidence/section_05_evidence.json", "target_ref": "wiki_page:computationalreviewaddiction-05", "review_repo": "ComputationalReviewAddiction", "section_ref": "wiki_page:computationalreviewaddiction-05", "source_path": "evidence/section_05_evidence.json", "source_refs": [ "paper:paper-05847d71e023", "paper:paper-4ae893daf5d9", "paper:paper-5af5bd1e058c", "paper:paper-60cb9c0e699e", "paper:paper-7af69c12a5ca", "paper:paper-a272f5ab95ab", "paper:paper-a77b6ea3644a", "paper:paper-bfe693f1fc43", "paper:paper-c840aba8b2fa", "paper:paper-cd366a80e3ce" ], "section_title": "Drug-Specific Mechanisms: Challenging the Final Common Pathway", "source_policy": { "mode": "public_source_pointer_with_short_context", "notes": [ "Local review repositories are read-only inputs.", "SciDEX stores paper metadata, structured evidence, file pointers, and short citation contexts; it does not copy full review prose." ], "source_commit_sha": "43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48", "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction" }, "generation_status": "complete", "review_bundle_ref": "analysis_bundle:ab-d95cfb705572", "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction/blob/43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48/evidence/section_05_evidence.json", "commit_sha": "43d33061a22aa4fed3f7dc71fabbfa48ab1d6f48", "created_by": "persona-jerome-lecoq-gbo-neuroscience", "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewAddiction" }